Deep learning models for remote sensing applications
☆217Jun 22, 2026Updated 3 months ago
Alternatives and similar repositories for DeepSatModels
Users that are interested in DeepSatModels are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆47Jun 29, 2025Updated last year
- ☆293Aug 20, 2024Updated 2 years ago
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆226Aug 20, 2024Updated 2 years ago
- Generalizing satellite image time series classifiers with thermal time☆19Jun 14, 2022Updated 4 years ago
- Automatically create machine learning datasets from satellite images☆44May 5, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆67Oct 23, 2023Updated 2 years ago
- Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery, ISPRS Journal of Photogrammetry and Remote Sensi…☆23May 15, 2024Updated 2 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆92Jan 23, 2023Updated 3 years ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆95Nov 21, 2022Updated 3 years ago
- Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)☆134Sep 18, 2026Updated 3 weeks ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆115Nov 19, 2021Updated 4 years ago
- ☆40Apr 1, 2024Updated 2 years ago
- ☆59Apr 18, 2023Updated 3 years ago
- A Satellite Time Series Dataset for Crop Type Identification☆223May 11, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆323Sep 6, 2025Updated last year
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆115Nov 6, 2024Updated last year
- ☆15Mar 29, 2024Updated 2 years ago
- ☆99Oct 24, 2024Updated last year
- Open source remote sensing dataset with benchmarks☆240Apr 30, 2024Updated 2 years ago
- PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-At…☆223Jan 15, 2022Updated 4 years ago
- ☆31Mar 12, 2025Updated last year
- ☆40Feb 6, 2023Updated 3 years ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆280Jun 10, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification☆129Jul 3, 2020Updated 6 years ago
- Implementation of "Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks"☆21Jul 14, 2025Updated last year
- Temporal semantic segmentation change detection☆51Dec 17, 2024Updated last year
- Dataset☆23Nov 22, 2024Updated last year
- (IGARSS 2025) Prototype-based method for agricultural image time series classification.☆50Sep 5, 2024Updated 2 years ago
- ☆45Jan 3, 2025Updated last year
- ☆29Feb 23, 2024Updated 2 years ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆215Jul 22, 2026Updated 2 months ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆36May 10, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Pytorch implementation of "A source-free unsupervised domain adaptation method for cross-regional and cross-time crop mapping from satell…☆18Mar 16, 2026Updated 6 months ago
- [CVPR 2025 Highlight] Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentatio…☆61Jun 23, 2025Updated last year
- ☆216Oct 16, 2025Updated 11 months ago
- ☆60Apr 2, 2024Updated 2 years ago
- Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification☆168Jul 25, 2024Updated 2 years ago
- ☆42Feb 22, 2024Updated 2 years ago
- A pytorch implementation of the (Tensorflow) MTLCC network implementation☆52Aug 20, 2019Updated 7 years ago